Category: Governance
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The GenAI Governance Gap: Why Enterprise AI Initiatives Fail at Scale
Over the past two years, Generative AI has moved from experimentation to boardroom priority. Executives are no longer asking whether they should adopt GenAI, but how fast they can deploy it across the organization. Customer service copilots, internal knowledge assistants, automated document processing, developer productivity tools, and decision support systems are appearing everywhere. And yet,…
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The Hidden Cost of Unpreparedness: Cloud Migration Without a Foundation
Recently I was working with a financial services company on a cloud migration project. The scope was significant: over 180 servers, multiple business-critical applications, and tight regulatory requirements. On paper, it looks like a standard enterprise migration. But there was a problem, one I’ve seen too many times before. The customer hasn’t prepared for what…
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From Vibe Coding to Spec-Driven Development: The Next Leap in AI Software Engineering
In my last post, “The Mismatch Between AI Code Assistants and Enterprise Software Development,” I talked about how coding assistants (despite their brilliance) often fail to align with enterprise reality. They generate code fast, but without context, structure, or shared understanding. The result? More rework, more debugging, and less trust. Today, I want to explore where…
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The Challenge of Responsible & Ethical AI in the Enterprise
In almost 30 years in technology, from mechatronics engineering to leading digital transformation in banking, telco, healthcare and startups, and as a Microsoft MVP, Microsoft Regional Director and AWS Ambassador, I’ve witnessed and lived many waves of innovation. The current wave, driven by AI (and increasingly by Generative AI), is unlike the ones before. It’s…
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The Silent Power of Cloud Governance
When we talk about cloud transformation, the conversation usually gravitates toward innovation, agility, and speed. Everyone loves the narrative of rapid modernization, migrating workloads, automating pipelines, enabling teams to move faster than ever before. But after helping organizations evolve their technology strategies, I’ve learned a hard truth: the story of cloud success is mostly written…
